标签 neural network 下的文章
[转载]深度学习论文之Do Deep Nets Really Need to be Deep?

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[转载]深度学习论文之Do Deep Nets Really Need to be Deep?

今天我们要谈论的文章为: Lei Jimmy Ba, and Rich Caurana. Do Deep Nets Really Need to be Deep?. ICLR2014 openreview中有下载链接和讨论: http://openreview.net/document/9a7247d9-d18e-4549-a10c-ca315d84b6db#9a...
[转载]深度学习论文之Big Neural Networks Waste Capacity

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[转载]深度学习论文之Big Neural Networks Waste Capacity

本文转自:http://blog.csdn.net/chenli2010/article/details/24290623 本文我们要谈论的文章为: Yann N. Dauphin, Yoshua Bengio. Big Neural Networks Waste Capacity. ICLR2013. 文章下载地址:http://ar...
Coursera: Neural Networks for Machine Learning- Lecture 14

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Coursera: Neural Networks for Machine Learning- Lecture 14

DBN(信息量较大)

Coursera: Neural Networks for Machine Learning- Lecture 12

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Coursera: Neural Networks for Machine Learning- Lecture 12

2012_An efficient learning procedure for deep Boltzmann Machine ICML2008_Training restricted Boltzmann machines using approximations to the likelihood gradient(PCD) ...
Coursera: Neural Networks for Machine Learning- Lecture 10

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Coursera: Neural Networks for Machine Learning- Lecture 10

Ways to improve generalization

Coursera: Neural Networks for Machine Learning- Lecture 9

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Coursera: Neural Networks for Machine Learning- Lecture 9

Ways to improve generalization

Coursera: Neural Networks for Machine Learning- Lecture 8

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Coursera: Neural Networks for Machine Learning- Lecture 8

Hessian Free Optimization(optional)

Coursera: Neural Networks for Machine Learning- Lecture 7

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Coursera: Neural Networks for Machine Learning- Lecture 7

Modeling sequences & RNN

Coursera: Neural Networks for Machine Learning- Lecture 6

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Coursera: Neural Networks for Machine Learning- Lecture 6

Overview of mini-batch gradient descent & tricks

Coursera: Neural Networks for Machine Learning- Lecture 5

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Coursera: Neural Networks for Machine Learning- Lecture 5

Object recognition & CNN